Foundations

Computer Vision

Object detection, segmentation, YOLO, CLIP, and vision-language models

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Skills in this topic
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CV Basics
beginner
Classify images with a pre-trained CNN
Modern CV Models
intermediate
Run YOLO for real-time object detection
Generative CV
advanced
Build a Stable Diffusion inference pipeline
All Reads (1,221) Articles (393)Blog Posts (262)Tutorials (81)Research Papers (469)News (16)
AWS Machine Learning 👁️ Computer Vision ⚡ AI Lesson 1h ago
Automatically redact PII in images with Amazon Nova
In this post, we present a multi-step pipeline directed by Amazon Nova, which uses its contextual vision reasoning to coordinate complementary tools, including
Medium · Python 👁️ Computer Vision ⚡ AI Lesson 1d ago
CCTV Action Recognition: Comprehensive Fine-Tuning & Real-Time Deployment Guide
This playbook serves as a comprehensive reference guide for training, fine-tuning, and deploying a hybrid Deep Learning model (MobileNetV2… Continue reading on
I Built a Python Package to Solve My Own CV Frustration — 7K Downloads in a Week
Medium · Machine Learning 👁️ Computer Vision ⚡ AI Lesson 2d ago
I Built a Python Package to Solve My Own CV Frustration — 7K Downloads in a Week
Every time I set up a new computer vision pipeline, I hit the same wall. Continue reading on Medium »
Modern Image Search Technology Explained: Features, Benefits & Uses
Medium · Deep Learning 👁️ Computer Vision ⚡ AI Lesson 2d ago
Modern Image Search Technology Explained: Features, Benefits & Uses
Have you ever come across an image online and wondered where it came from, what product it featured, or whether it was even real? Just a… Continue reading on Me
Modern Image Search Technology Explained: Features, Benefits & Uses
Medium · SEO 👁️ Computer Vision ⚡ AI Lesson 2d ago
Modern Image Search Technology Explained: Features, Benefits & Uses
Have you ever come across an image online and wondered where it came from, what product it featured, or whether it was even real? Just a… Continue reading on Me
Deep Learning Project FAQs on Faster R-CNN and YOLO for interview
Medium · Deep Learning 👁️ Computer Vision ⚡ AI Lesson 2d ago
Deep Learning Project FAQs on Faster R-CNN and YOLO for interview
Deep Learning Project FAQs on Faster R-CNN and YOLO Continue reading on Medium »
Medium · Python 👁️ Computer Vision ⚡ AI Lesson 2d ago
Membuat Background Remover Sederhana Menggunakan Algoritma GrabCut & HSV Masking dengan OpenCV dan…
Sebuah pendekatan praktis pengolahan citra digital untuk otomatisasi segmentasi gambar produk dan profil tanpa perangkat lunak… Continue reading on Medium »
Teaching Machines to See Disease
Medium · Machine Learning 👁️ Computer Vision ⚡ AI Lesson 2d ago
Teaching Machines to See Disease
How Deep Learning Is Saving Crops, One Leaf at a Time Continue reading on Medium »
Medium · Deep Learning 👁️ Computer Vision ⚡ AI Lesson 5d ago
Membangun MataBakti: Ketika Computer Vision Belajar Menemukan Cacat pada PCB
Di dunia manufaktur elektronik, sebuah cacat kecil pada Printed Circuit Board (PCB) dapat menyebabkan kerusakan produk secara keseluruhan… Continue reading on M
Medium · Machine Learning 👁️ Computer Vision ⚡ AI Lesson 5d ago
Vision AI: Transforming Business Operations with Computer Vision AI
Every day companies make thousands of hours of video from security cameras, production lines, warehouses and stores. Most of this video is… Continue reading on
July 8–10: Best of CVPR Virtual Series
Medium · Machine Learning 👁️ Computer Vision ⚡ AI Lesson 5d ago
July 8–10: Best of CVPR Virtual Series
Join us July 8–10 for the “Best of CVPR” series of virtual events. Continue reading on Voxel51 »
When the Camera Becomes an Exam Proctor: Building an AI-Powered Exam Monitoring System with…
Medium · Python 👁️ Computer Vision ⚡ AI Lesson 6d ago
When the Camera Becomes an Exam Proctor: Building an AI-Powered Exam Monitoring System with…
How our team built a real-time Computer Vision system using YOLO, OpenCV, and DeepFace to assist professional certification exams and why… Continue reading on M
When the Camera Becomes an Exam Proctor: Building an AI-Powered Exam Monitoring System with…
Medium · Deep Learning 👁️ Computer Vision ⚡ AI Lesson 6d ago
When the Camera Becomes an Exam Proctor: Building an AI-Powered Exam Monitoring System with…
How our team built a real-time Computer Vision system using YOLO, OpenCV, and DeepFace to assist professional certification exams and why… Continue reading on M
When the Camera Becomes an Exam Proctor: Building an AI-Powered Exam Monitoring System with…
Medium · Cybersecurity 👁️ Computer Vision ⚡ AI Lesson 6d ago
When the Camera Becomes an Exam Proctor: Building an AI-Powered Exam Monitoring System with…
How our team built a real-time Computer Vision system using YOLO, OpenCV, and DeepFace to assist professional certification exams and why… Continue reading on M
July 1 — Getting Started with FiftyOne Workshop
Medium · Machine Learning 👁️ Computer Vision ⚡ AI Lesson 1w ago
July 1 — Getting Started with FiftyOne Workshop
In this session, you’ll learn how to manage large-scale computer vision datasets using open source FiftyOne app. Continue reading on Voxel51 »
Reddit r/deeplearning 👁️ Computer Vision ⚡ AI Lesson 1w ago
I built a structured Computer Vision roadmap.
submitted by /u/noodleswithoutolives [link] [comments]
TAPe+ML v2: How we make a single recognition model for any computer vision task
Medium · Machine Learning 👁️ Computer Vision ⚡ AI Lesson 1w ago
TAPe+ML v2: How we make a single recognition model for any computer vision task
In computer vision systems, a separate stack is assembled for each task: one backbone for classification, another for detection, and a… Continue reading on Medi
From Traditional Computer Vision to Deep Learning: The Evolution of Machine Vision
Medium · Deep Learning 👁️ Computer Vision ⚡ AI Lesson 1w ago
From Traditional Computer Vision to Deep Learning: The Evolution of Machine Vision
I, Atharv Ambekar, welcome you back to my “Beyond Human Sight” series, where we explore the technologies that enable machines to interpret… Continue reading on
Reddit r/deeplearning 👁️ Computer Vision ⚡ AI Lesson 1w ago
Face search library that uses 48x less memory than FAISS — 3 lines of code to search 100K faces
FaceFlash: 1M faces in 61MB RAM — 48x less memory than HNSW at 100% recall Body: I built a face search engine that holds 1M faces in 61MB of index memory. HNSW
Finding one pose in a crowd — detection and matching, split, at 0.16 ms/person
Medium · Deep Learning 👁️ Computer Vision ⚡ AI Lesson 1w ago
Finding one pose in a crowd — detection and matching, split, at 0.16 ms/person
Out of a crowd of people moving around, light up only the ones holding a specific pose (say, a tai chi stance), in green, in real time. Continue reading on Towa
The Story of U-Net: Why It Still Dominates Image Segmentation 10 Years Later
Medium · Machine Learning 👁️ Computer Vision ⚡ AI Lesson 1w ago
The Story of U-Net: Why It Still Dominates Image Segmentation 10 Years Later
A journey from a small university lab to solving real-world problems in medicine, satellite imagery, and beyond Continue reading on Medium »
The Story of U-Net: Why It Still Dominates Image Segmentation 10 Years Later
Medium · Deep Learning 👁️ Computer Vision ⚡ AI Lesson 1w ago
The Story of U-Net: Why It Still Dominates Image Segmentation 10 Years Later
A journey from a small university lab to solving real-world problems in medicine, satellite imagery, and beyond Continue reading on Medium »
CVPR 2026 Top Papers Breakdown: Award Winners and Notable Works
Medium · Machine Learning 👁️ Computer Vision ⚡ AI Lesson 1w ago
CVPR 2026 Top Papers Breakdown: Award Winners and Notable Works
CVPR 2026 took place from June 3 to 7 at the Colorado Convention Center in Denver. The conference accepted 4,089 papers from 16,092… Continue reading on Medium
AlexNet: The Architecture That Started the Deep Learning Revolution
Medium · Deep Learning 👁️ Computer Vision ⚡ AI Lesson 1w ago
AlexNet: The Architecture That Started the Deep Learning Revolution
Almost everything we talk about today — Vision Transformers, ResNet, YOLO, segmentation models, even the giant networks that generate… Continue reading on Mediu
July 10 — Best of CVPR
Medium · Machine Learning 👁️ Computer Vision ⚡ AI Lesson 1w ago
July 10 — Best of CVPR
Join us on July 10 for day three of the “Best of CVPR” series of virtual events. Continue reading on Voxel51 »
July 10 — Best of CVPR
Medium · Data Science 👁️ Computer Vision ⚡ AI Lesson 1w ago
July 10 — Best of CVPR
Join us on July 10 for day three of the “Best of CVPR” series of virtual events. Continue reading on Voxel51 »
Medium · Deep Learning 👁️ Computer Vision ⚡ AI Lesson 1w ago
From Pixels to Responsibility: Understanding the Foundations of Computer Vision
When most of us look at an image, we instantly recognize people, objects, colors, emotions, and context. Continue reading on Medium »
MediaPipe Face Mesh Landmark Indices Cheat Sheet
Hackernoon 👁️ Computer Vision ⚡ AI Lesson 1w ago
MediaPipe Face Mesh Landmark Indices Cheat Sheet
A complete reference for all 478 MediaPipe Face Mesh landmark indices, organized by face region. Includes a quick-lookup table for the most-searched points (eye
July 9 — Best of CVPR (Day 2)
Medium · Machine Learning 👁️ Computer Vision ⚡ AI Lesson 1w ago
July 9 — Best of CVPR (Day 2)
Join us on July 9 for day 2 of the “Best of CVPR” series. Continue reading on Voxel51 »
July 9 — Best of CVPR (Day 2)
Medium · Data Science 👁️ Computer Vision ⚡ AI Lesson 1w ago
July 9 — Best of CVPR (Day 2)
Join us on July 9 for day 2 of the “Best of CVPR” series. Continue reading on Voxel51 »
SpatialClaw: Decoding Spatial Reasoning
Medium · Deep Learning 👁️ Computer Vision ⚡ AI Lesson 1w ago
SpatialClaw: Decoding Spatial Reasoning
When we look at a room, we instantly understand where things are. We know the chair is next to the table. If a ball rolls across the floor… Continue reading on
How I Built a Face Detection Web App in Python in Under 20 Minutes (And You Can Too)
Medium · Machine Learning 👁️ Computer Vision ⚡ AI Lesson 1w ago
How I Built a Face Detection Web App in Python in Under 20 Minutes (And You Can Too)
A step-by-step guide to deploying your first Computer Vision AI project using OpenCV and Streamlit. Continue reading on Medium »
How I Built a Face Detection Web App in Python in Under 20 Minutes (And You Can Too)
Medium · Python 👁️ Computer Vision ⚡ AI Lesson 1w ago
How I Built a Face Detection Web App in Python in Under 20 Minutes (And You Can Too)
A step-by-step guide to deploying your first Computer Vision AI project using OpenCV and Streamlit. Continue reading on Medium »
I Had 54 Underwater Images and Needed a Reliable Corrosion Detector
Medium · Machine Learning 👁️ Computer Vision ⚡ AI Lesson 1w ago
I Had 54 Underwater Images and Needed a Reliable Corrosion Detector
Here’s What Actually Worked Continue reading on Medium »
I Had 54 Underwater Images and Needed a Reliable Corrosion Detector
Medium · Data Science 👁️ Computer Vision ⚡ AI Lesson 1w ago
I Had 54 Underwater Images and Needed a Reliable Corrosion Detector
Here’s What Actually Worked Continue reading on Medium »
Tiled-MRPNN — real-time photorealistic light transport in participating media
Medium · Deep Learning 👁️ Computer Vision ⚡ AI Lesson 1w ago
Tiled-MRPNN — real-time photorealistic light transport in participating media
Historically, real-time light transport in participating media has mainly been handled with simplified physics simulations and crude… Continue reading on Medium
SmartDefectAI: Industrial Surface Defect Detection using Vision Transformers and Hybrid…
Medium · Deep Learning 👁️ Computer Vision ⚡ AI Lesson 2w ago
SmartDefectAI: Industrial Surface Defect Detection using Vision Transformers and Hybrid…
Computer Vision, CNN, EfficientNet, Vision Transformer (ViT), Deep Learning, Attention Mechanism, Transfer Learning, OpenCV, TensorFlow… Continue reading on Med
How AI-Powered Computer Vision Is Transforming Retail Compliance
Forbes Innovation 👁️ Computer Vision ⚡ AI Lesson 2w ago
How AI-Powered Computer Vision Is Transforming Retail Compliance
In industries where compliance violations can directly impact customer health, this becomes incredibly important.
RF-DETR: A Smaller Model That Beats the Biggest YOLO
Medium · Deep Learning 👁️ Computer Vision ⚡ AI Lesson 2w ago
RF-DETR: A Smaller Model That Beats the Biggest YOLO
How Roboflow’s RF-DETR transformer beats YOLO11 on COCO, skips NMS, and where the benchmark numbers deserve a closer look. Continue reading on Towards Deep Lear
What is Remote Sensing?
Medium · Deep Learning 👁️ Computer Vision ⚡ AI Lesson 2w ago
What is Remote Sensing?
This blog is inspired from iirs -distance learning programme by isro and iirs ( Institute of remote sensing Dehraun) which i had attended. Continue reading on M
Clifford Vortex Filaments: Rendering Chaotic Attractors in 3D
Medium · Python 👁️ Computer Vision ⚡ AI Lesson 2w ago
Clifford Vortex Filaments: Rendering Chaotic Attractors in 3D
“Clifford Vortex Filaments” is a generative media art piece that dives deep into chaos theory and non-linear dynamics, visualizing a… Continue reading on Medium
Reddit r/programming 👁️ Computer Vision ⚡ AI Lesson 2w ago
I Stored a Website in a Favicon
A small experiment of mine :) Happy to hear your thought about this submitted by /u/soupgasm [link] [comments]
Herkes İçin Ağ Temelleri: OSI ve TCP/IP Nedir?
Medium · Cybersecurity 👁️ Computer Vision ⚡ AI Lesson 2w ago
Herkes İçin Ağ Temelleri: OSI ve TCP/IP Nedir?
Gün içinde binlerce veri paketini alıp gönderiyoruz; bir web sitesine giriyor, arkadaşımıza mesaj atıyor veya bir video izliyoruz. Ekranda… Continue reading on
How to Erase Unwanted Video Objects FREE
Medium · Python 👁️ Computer Vision ⚡ AI Lesson 2w ago
How to Erase Unwanted Video Objects FREE
Imagine capturing a near-perfect cinematic shot, only to notice an ugly corporate logo, a distracting background object, or an accidental… Continue reading on M
Best Face Tracking SDKs for Real-Time Video Conferencing in 2026
Medium · Startup 👁️ Computer Vision ⚡ AI Lesson 2w ago
Best Face Tracking SDKs for Real-Time Video Conferencing in 2026
AR filters, virtual backgrounds, and beautification for live video calls: open-source and commercial options compared across iOS, Android… Continue reading on M
Real-Time Hand Tracking in Python with OpenCV and MediaPipe
Medium · Python 👁️ Computer Vision ⚡ AI Lesson 2w ago
Real-Time Hand Tracking in Python with OpenCV and MediaPipe
Build a live skeleton overlay that detects up to two hands, colors each finger differently, and runs at smooth frame rates — in under 140… Continue reading on M
ResNet and EfficientNet: Two Ideas That Shaped Modern Computer Vision
Medium · Deep Learning 👁️ Computer Vision ⚡ AI Lesson 2w ago
ResNet and EfficientNet: Two Ideas That Shaped Modern Computer Vision
If you have ever fine-tuned a model for image classification, run an object detector, or pulled a “pretrained backbone” off the shelf… Continue reading on Mediu
Application of Linear Algebra: Image Filters and Sharpening of images
Medium · Python 👁️ Computer Vision ⚡ AI Lesson 2w ago
Application of Linear Algebra: Image Filters and Sharpening of images
In the late autumn of 1889, Vincent van Gogh stood before his easel in Saint-Rémy-de-Provence, applying thick, deliberate strokes of… Continue reading on Medium